Keyword Analysis & Research: huggingface bert model
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BERT - Hugging Face
https://huggingface.co/docs/transformers/model_doc/bert
WEBWe introduce a new language representation model called BERT, which stands for Bidirectional Encoder Representations from Transformers. Unlike recent language representation models, BERT is designed to pre-train deep bidirectional representations from unlabeled text by jointly conditioning on both left and right context in all layers.
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google-bert/bert-base-uncased · Hugging Face
https://huggingface.co/google-bert/bert-base-uncased
WEBBERT base model (uncased) Pretrained model on English language using a masked language modeling (MLM) objective. It was introduced in this paper and first released in this repository. This model is uncased: it does not make a difference between english and English.
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BertGeneration - Hugging Face
https://huggingface.co/docs/transformers/model_doc/bert-generation
WEBThe BertGeneration model is a BERT model that can be leveraged for sequence-to-sequence tasks using EncoderDecoderModel as proposed in Leveraging Pre-trained Checkpoints for Sequence Generation Tasks by Sascha Rothe, Shashi Narayan, Aliaksei Severyn. The abstract from the paper is the following:
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GitHub - huggingface/transformers: Transformers: State-of-the …
https://github.com/huggingface/transformers
WEBMasked word completion with BERT. Named Entity Recognition with Electra. Text generation with Mistral. Natural Language Inference with RoBERTa. Summarization with BART. Question answering with DistilBERT. Translation with T5. In Computer Vision: Image classification with ViT. Object Detection with DETR. Semantic Segmentation with SegFormer.
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Models - Hugging Face
https://www.hugging-face.org/models/
WEBModels - Hugging Face. Hugging Face Portal has emerged as a pivotal hub in the AI space. It offers an expansive repository of models that cater to a variety of machine learning tasks. Its collection spans numerous categories, from text generation to image analysis.
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Hugging Face – The AI community building the future.
https://huggingface.co/bert-large-uncased
WEBFound. Redirecting to /google-bert/bert-large-uncased
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How to fine-tune BERT using HuggingFace – bert
https://joecummings.me/tutorials/bert
WEBJul 23, 2021 · How to fine-tune BERT using HuggingFace. Joe Cummings. 21 July, 2021 (Last Updated: 23 July, 2021) Motivation. Background. Fine-tuning BERT. Setup. Preprocessing. Training & Evaluation. Conclusion. Motivation. BERT is built upon a machine learning architecture called a Transformer and Transformers are fascinating.
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Pretraining BERT with Hugging Face Transformers - Keras
https://keras.io/examples/nlp/pretraining_BERT/
WEBJul 1, 2022 · Pretraining BERT with Hugging Face Transformers. Author: Sreyan Ghosh. Date created: 2022/07/01. Last modified: 2022/08/27. Description: Pretraining BERT using Hugging Face Transformers on NSP and MLM. ⓘ This example uses Keras 2. View in Colab • GitHub source. Introduction. BERT (Bidirectional Encoder Representations from Transformers)
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Masked Language Modeling (MLM) with Hugging Face BERT …
https://pytorch.org/TensorRT/_notebooks/Hugging-Face-BERT.html
WEBMasked Language Modeling (MLM) with Hugging Face BERT Transformer. Learning objectives. This notebook demonstrates the steps for compiling a TorchScript module with Torch-TensorRT on a pretrained BERT transformer from Hugging Face, and running it to test the speedup obtained. Contents. Requirements. …
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Models - Hugging Face
https://huggingface.co/models?search=bert-tiny
WEBModels - Hugging Face. 479. new Full-text search. Sort: Trending. M-FAC/bert-tiny-finetuned-stsb. Text Classification • Updated Dec 13, 2021 • 28 • 1. prajjwal1/bert-tiny. Updated Oct 27, 2021 • 457k • 85. ckiplab/bert-tiny-chinese-ner. Token Classification • Updated May 10, 2022 • 374 • 3. Sayan01/tiny-bert-stsb-distilled.
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